Celso França

According to our database, Celso França authored at least 18 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CreativeStone: A Creativity Booster for Hearthstone Card Decks.

Celso França, Zisen Zhou, Carolina Fernanda da Silva, Cibele Simões de Oliveira Santos, Lucas Braga Ferreira, Lucas Henrique Pereira, Marcos Pablo Souza de Almeida, Marina Iolanda Oliveira, Thaís Damásio, Vinícius Pacheco, Fabrício Góes

IEEE Trans. Games, March, 2024

2023

Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries.

Kattiana Constantino, Thiago H. P. Silva, João Vítor B. Silva, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Marcos Carvalho, Welton Santos, Celso França, Cláudio M. V. de Andrade, Alberto H. F. Laender, Marcos André Gonçalves

J. Inf. Data Manag., October, 2023

Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents.

Fabiano Muniz Belém, Cláudio M. V. de Andrade, Celso França, Marcos Carvalho, Marcelo A. S. Ganem, Gabriel Teixeira, Gabriel Jallais, Alberto H. F. Laender, Marcos André Gonçalves

J. Inf. Data Manag., October, 2023

On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!".

Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves

Inf. Process. Manag., 2023

A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification.

Washington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves

ACM Comput. Surv., 2023

TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method.

Washington Cunha, Celso França, Leonardo Rocha, Marcos André Gonçalves

CoRR, 2023

CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts.

Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio Moisés Valiense de Andrade, Leonardo Rocha, Marcos André Gonçalves

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification.

Washington Cunha, Celso França, Guilherme Fonseca, Leonardo Rocha, Marcos André Gonçalves

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis.

Welton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha, Marcos André Gonçalves

Proceedings of the 38th Brazilian Symposium on Databases, 2023

PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente.

Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Teixeira, Alberto H. F. Laender, Marcos André Gonçalves

Proceedings of the 38th Brazilian Symposium on Databases, 2023

2022

Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado Ativo.

Kattiana Constantino, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Celso França, Marcos Carvalho, Thiago H. P. Silva, Alberto H. F. Laender, Marcos André Gonçalves

Proceedings of the 37th Brazilian Symposium on Databases, 2022

Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais.

Fabiano Muniz Belém, Marcelo A. S. Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves

Proceedings of the 37th Brazilian Symposium on Databases, 2022

2021

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study.

Washington Cunha, Vítor Mangaravite, Christian Gomes, Sérgio D. Canuto, Elaine Resende, Cecilia Nascimento, Felipe Viegas, Celso França, Wellington Santos Martins, Jussara M. Almeida, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves

Inf. Process. Manag., 2021

Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus.

Thiago Castro Ferreira, João Victor de Pinho Costa, Isabela Rigotto, Vitoria Portella, Gabriel Frota, Ana Luisa A. R. Guimarães, Adalberto Penna, Isabela Lee, Tayane A. Soares, Sophia Rolim, Rossana Cunha, Celso França, Ariel Santos, Rivaney F. Oliveira, Abisague Langbehn, Daniel Hasan Dalip, Marcos André Gonçalves, Rodrigo Bastos Fóscolo, Adriana S. Pagano

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

2017

HoningStone: Building Creative Combos With Honing Theory for a Digital Card Game.

Luís Fabrício Wanderley Góes, Alysson Ribeiro Da Silva, João Saffran, Alvaro Amorim, Celso França, Tiago Zaidan, Bernardo M. P. Olimpio, Lucas R. O. Alves, Hugo Morais, Shirley Luana, Carlos Martins

IEEE Trans. Comput. Intell. AI Games, 2017

Evolutionary Music Composition for Digital Games Using Regent-Dependent Creativity Metric.

Herbert Alves Batista, Luís Fabrício Wanderley Góes, Celso França, Wendel Cassio Alves Batista

Proceedings of the 16th Brazilian Symposium on Computer Games and Digital Entertainment, 2017

Creative Flavor Pairing: Using RDC Metric to Generate and Assess Ingredients Combination.

Alvaro Amorim, Luís F. W. Góes, Alysson Ribeiro Da Silva, Celso França

Proceedings of the Eighth International Conference on Computational Creativity, 2017

2016

Regent-Dependent Creativity: A Domain Independent Metric for the Assessment of Creative Artifacts.

Celso França, Luís Fabrício Wanderley Góes, Alvaro Amorim, Rodrigo C. O. Rocha, Alysson Ribeiro Da Silva

Proceedings of the Seventh International Conference on Computational Creativity, 2016